Fan Liu

According to our database, Fan Liu authored at least 36 papers between 2019 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Open Multimodal Retrieval-Augmented Factual Image Generation.

Yang Tian, Fan Liu, Jingyuan Zhang, Wei Bi, Yupeng Hu, Liqiang Nie

CoRR, October, 2025

User Invariant Preference Learning for Multi-Behavior Recommendation.

Mingshi Yan, Zhiyong Cheng, Fan Liu, Yingda Lyu, Yahong Han

ACM Trans. Inf. Syst., July, 2025

Understanding Before Recommendation: Semantic Aspect-Aware Review Exploitation via Large Language Models.

Fan Liu, Yaqi Liu, Huilin Chen, Zhiyong Cheng, Liqiang Nie, Mohan S. Kankanhalli

ACM Trans. Inf. Syst., March, 2025

Correction: Variational Rectification Inference for Learning with Noisy Labels.

Haoliang Sun, Qi Wei, Lei Feng, Yupeng Hu, Fan Liu, Hehe Fan, Yilong Yin

Int. J. Comput. Vis., March, 2025

Variational Rectification Inference for Learning with Noisy Labels.

Haoliang Sun, Qi Wei, Lei Feng, Yupeng Hu, Fan Liu, Hehe Fan, Yilong Yin

Int. J. Comput. Vis., February, 2025

Enhancing HOI Detection with Contextual Cues from Large Vision-Language Models.

Yu-Wei Zhan, Fan Liu, Xin Luo, Xin-Shun Xu, Liqiang Nie, Mohan Kankanhalli

Proceedings of the 33rd ACM International Conference on Multimedia, 2025

I³-MRec: Invariant Learning with Information Bottleneck for Incomplete Modality Recommendation.

Huilin Chen, Miaomiao Cai, Fan Liu, Zhiyong Cheng, Richang Hong, Meng Wang

Proceedings of the 33rd ACM International Conference on Multimedia, 2025

CoRe-MMRAG: Cross-Source Knowledge Reconciliation for Multimodal RAG.

Yang Tian, Fan Liu, Jingyuan Zhang, Victoria W., Yupeng Hu, Liqiang Nie

Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2025

Advancing Recommender Systems with Graph Convolutional Networks

Fan Liu, Liqiang Nie

Springer, ISBN: 978-3-031-85092-9, 2025

2024

Disentangled Cascaded Graph Convolution Networks for Multi-Behavior Recommendation.

Zhiyong Cheng, Jianhua Dong, Fan Liu, Lei Zhu, Xun Yang, Meng Wang

Trans. Recomm. Syst., December, 2024

Open-Set Synthesis for Free-Viewpoint Human Body Reenactment of Novel Poses.

Zhicheng Sheng, Fan Liu, Meng Liu, Feng Zheng, Liqiang Nie

IEEE Trans. Circuits Syst. Video Technol., December, 2024

Cluster-Based Graph Collaborative Filtering.

Fan Liu, Shuai Zhao, Zhiyong Cheng, Liqiang Nie, Mohan S. Kankanhalli

ACM Trans. Inf. Syst., November, 2024

Dynamic Multimodal Fusion via Meta-Learning Towards Micro-Video Recommendation.

Han Liu, Yinwei Wei, Fan Liu, Wenjie Wang, Liqiang Nie, Tat-Seng Chua

ACM Trans. Inf. Syst., March, 2024

Decoupled domain-specific and domain-conditional representation learning for cross-domain recommendation.

Yu Zhang, Zhiyong Cheng, Fan Liu, Xun Yang, Yuxin Peng

Inf. Process. Manag., March, 2024

Cascading Residual Graph Convolutional Network for Multi-Behavior Recommendation.

Mingshi Yan, Zhiyong Cheng, Chen Gao, Jing Sun, Fan Liu, Fuming Sun, Haojie Li

ACM Trans. Inf. Syst., January, 2024

Learning to Agree on Vision Attention for Visual Commonsense Reasoning.

Zhenyang Li, Yangyang Guo, Kejie Wang, Fan Liu, Liqiang Nie, Mohan S. Kankanhalli

IEEE Trans. Multim., 2024

Behavior-Contextualized Item Preference Modeling for Multi-Behavior Recommendation.

Mingshi Yan, Fan Liu, Jing Sun, Fuming Sun, Zhiyong Cheng, Yahong Han

Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2024

Bag of Tricks: Benchmarking of Jailbreak Attacks on LLMs.

Zhao Xu, Fan Liu, Hao Liu

Proceedings of the Advances in Neural Information Processing Systems 37: Annual Conference on Neural Information Processing Systems 2024, 2024

Attribute-driven Disentangled Representation Learning for Multimodal Recommendation.

Zhenyang Li, Fan Liu, Yinwei Wei, Zhiyong Cheng, Liqiang Nie, Mohan S. Kankanhalli

Proceedings of the 32nd ACM International Conference on Multimedia, MM 2024, Melbourne, VIC, Australia, 28 October 2024, 2024

2023

CoGCN: co-occurring item-aware GCN for recommendation.

Xinxiao Zhao, Fan Liu, Hao Liu, Mingzhu Xu, Haoyu Tang, Xueqing Li, Yupeng Hu

Neural Comput. Appl., December, 2023

Disentangled Graph Neural Networks for Session-Based Recommendation.

Ansong Li, Zhiyong Cheng, Fan Liu, Zan Gao, Weili Guan, Yuxin Peng

IEEE Trans. Knowl. Data Eng., August, 2023

Disentangled Multimodal Representation Learning for Recommendation.

Fan Liu, Huilin Chen, Zhiyong Cheng, Anan Liu, Liqiang Nie, Mohan S. Kankanhalli

IEEE Trans. Multim., 2023

Dual attentive graph convolutional networks for cross-domain recommendation.

Yu Zhang, Fan Liu, Yupeng Hu, Xiaoli Li, Xiangjun Dong, Zhiyong Cheng

J. Intell. Fuzzy Syst., 2023

Deep Temporal State Perception Toward Artificial Cyber-Physical Systems.

Yan Jin, Shaokun Wang, Fan Liu, Hongyun Fan, Yupeng Hu, Xueqing Li, Shijun Liu

IEEE Internet Things J., 2023

Generating Human-Centric Visual Cues for Human-Object Interaction Detection via Large Vision-Language Models.

Yu-Wei Zhan, Fan Liu, Xin Luo, Liqiang Nie, Xin-Shun Xu, Mohan S. Kankanhalli

CoRR, 2023

Multi-Behavior Recommendation with Cascading Graph Convolution Networks.

Zhiyong Cheng, Sai Han, Fan Liu, Lei Zhu, Zan Gao, Yuxin Peng

Proceedings of the ACM Web Conference 2023, 2023

Multi-queue Momentum Contrast for Microvideo-Product Retrieval.

Yali Du, Yinwei Wei, Wei Ji, Fan Liu, Xin Luo, Liqiang Nie

Proceedings of the Sixteenth ACM International Conference on Web Search and Data Mining, 2023

LightGT: A Light Graph Transformer for Multimedia Recommendation.

Yinwei Wei, Wenqi Liu, Fan Liu, Xiang Wang, Liqiang Nie, Tat-Seng Chua

Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2023

Advancing Video Question Answering with a Multi-modal and Multi-layer Question Enhancement Network.

Meng Liu, Fenglei Zhang, Xin Luo, Fan Liu, Yinwei Wei, Liqiang Nie

Proceedings of the 31st ACM International Conference on Multimedia, 2023

Semantic-Guided Feature Distillation for Multimodal Recommendation.

Fan Liu, Huilin Chen, Zhiyong Cheng, Liqiang Nie, Mohan S. Kankanhalli

Proceedings of the 31st ACM International Conference on Multimedia, 2023

2022

Feature-Level Attentive ICF for Recommendation.

Zhiyong Cheng, Fan Liu, Shenghan Mei, Yangyang Guo, Lei Zhu, Liqiang Nie

ACM Trans. Inf. Syst., 2022

An Attribute-Aware Attentive GCN Model for Attribute Missing in Recommendation.

Fan Liu, Zhiyong Cheng, Lei Zhu, Chenghao Liu, Liqiang Nie

IEEE Trans. Knowl. Data Eng., 2022

Privacy-Preserving Synthetic Data Generation for Recommendation Systems.

Fan Liu, Zhiyong Cheng, Huilin Chen, Yinwei Wei, Liqiang Nie, Mohan S. Kankanhalli

Proceedings of the SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11, 2022

2021

Interest-aware Message-Passing GCN for Recommendation.

Fan Liu, Zhiyong Cheng, Lei Zhu, Zan Gao, Liqiang Nie

Proceedings of the WWW '21: The Web Conference 2021, 2021

2020

A^2-GCN: An Attribute-aware Attentive GCN Model for Recommendation.

Fan Liu, Zhiyong Cheng, Lei Zhu, Chenghao Liu, Liqiang Nie

CoRR, 2020

2019

User Diverse Preference Modeling by Multimodal Attentive Metric Learning.

Fan Liu, Zhiyong Cheng, Changchang Sun, Yinglong Wang, Liqiang Nie, Mohan S. Kankanhalli

Proceedings of the 27th ACM International Conference on Multimedia, 2019